On the Fairness of Machine-Assisted Human Decisions. - Bryce McLaughlin; Jann Spiess; Talia Gillis (FAccT, 2022)

Orthogonalizing Inputs. - Talia B. Gillis (CSLAW, 2024)

D-hacking. - Emily Black; Talia Gillis; Zara Yasmine Hall (FAccT, 2024)

Operationalizing the Search for Less Discriminatory Alternatives in Fair Lending. - Talia B. Gillis; Vitaly Meursault; Berk Ustun (FAccT, 2024)

Towards Effective Discrimination Testing for Generative AI. - Thomas P. Zollo; Nikita Rajaneesh; Richard S. Zemel; Talia Gillis; Emily Black (FAccT, 2025)

Bridging Prediction and Intervention Problems in Social Systems. - Lydia T. Liu; Inioluwa Deborah Raji; Angela Zhou; Luke Guerdan; Jessica Hullman; Daniel Malinsky; Bryan Wilder; Simone Zhang; Hammaad Adam; Amanda Coston; Benjamin Laufer; Ezinne Nwankwo; et al. (CoRR, 2025)